{"id":"W4379280386","doi":"10.5267/j.uscm.2023.3.012","title":"Characteristics of entrepreneurs in sustainably successful micro, small, and medium enterprises","year":2023,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Mongkut's University of Technology North Bangkok","keywords":"Business; Small and medium-sized enterprises; Entrepreneurship; Sustainability; Marketing; Descriptive statistics; Index (typography); Industrial organization; Statistics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296303,0.0001158992,0.0001474378,0.001163359,0.000632607,0.0009553964,0.0002074916,0.0002615858,0.00186246],"category_scores_gemma":[0.006260245,0.0001416609,0.0001483091,0.0007494532,0.0005125029,0.0007290273,0.001015398,0.0002969656,0.0002215486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052581,"about_ca_system_score_gemma":0.0004269185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139806,"about_ca_topic_score_gemma":0.00293233,"domain_scores_codex":[0.9994804,0.0001408595,0.00005360332,0.00004658505,0.0001272594,0.0001512405],"domain_scores_gemma":[0.9957842,0.001207394,0.001438452,0.0001348646,0.0003256899,0.001109286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003558956,0.0000905155,0.992579,0.00000542178,0.000005941024,0.0002761216,0.002060872,0.00003850961,0.0001394177,0.0001344208,0.00007175274,0.004562487],"study_design_scores_gemma":[0.000002900892,0.00009434423,0.9839202,0.00001300214,0.00000503312,0.0003945413,0.0144323,0.0001993252,0.00009549502,0.0002211866,0.0006162078,0.000005461363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996086,0.00001576657,0.00002235151,0.00002020359,9.034662e-7,0.000003381654,0.000006977176,2.918925e-7,0.0003215339],"genre_scores_gemma":[0.9997342,0.00002132272,0.00003067332,0.000005757644,0.000001082721,0.000003516276,0.00001587291,3.558368e-7,0.000187112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00186246,"threshold_uncertainty_score":0.006855547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226506192550334,"score_gpt":0.227286879944432,"score_spread":0.2150218180189287,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}